End of training

README.md

@@ -0,0 +1,66 @@
+---
+license: apache-2.0
+base_model: facebook/wav2vec2-large-xlsr-53
+tags:
+- generated_from_trainer
+metrics:
+- wer
+model-index:
+- name: tericvoices_luganda
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# tericvoices_luganda
+
+This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.4047
+- Wer: 0.5150
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.0005
+- train_batch_size: 16
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 1000
+- num_epochs: 5
+- mixed_precision_training: Native AMP
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Wer    |
+|:-------------:|:-----:|:----:|:---------------:|:------:|
+| 3.3976        | 0.9   | 1000 | 0.7300          | 0.8515 |
+| 0.5609        | 1.81  | 2000 | 0.5297          | 0.6709 |
+| 0.4076        | 2.71  | 3000 | 0.4736          | 0.5962 |
+| 0.3255        | 3.61  | 4000 | 0.4087          | 0.5310 |
+| 0.2666        | 4.52  | 5000 | 0.4047          | 0.5150 |
+
+
+### Framework versions
+
+- Transformers 4.36.2
+- Pytorch 2.1.0+cu121
+- Datasets 2.16.1
+- Tokenizers 0.15.0

added_tokens.json

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+{
+  "</s>": 48,
+  "<s>": 47
+}

model.safetensors

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-oid sha256:0d566f73384c45bb010e24b539696af77afc5a0e706a625b2c9e0786b5ae52b4
+oid sha256:3e6660d6fdf20e3c5cb9f7aa95210ab34793383fb375110dabfe8fc6eceee0b2
 size 1262008380

preprocessor_config.json

@@ -4,6 +4,7 @@
   "feature_size": 1,
   "padding_side": "right",
   "padding_value": 0.0,
+  "processor_class": "Wav2Vec2Processor",
   "return_attention_mask": true,
   "sampling_rate": 16000
 }

runs/Jan20_10-29-47_dd035174ec43/events.out.tfevents.1705747343.dd035174ec43.961.0

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-size 7541
+oid sha256:55a8cf2eed1da16d5884e67e8fc4d93af610594ccab34037b4a6f7af1d4e0115
+size 8845

special_tokens_map.json

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+{
+  "bos_token": "<s>",
+  "eos_token": "</s>",
+  "pad_token": "[PAD]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

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+{
+  "added_tokens_decoder": {
+    "45": {
+      "content": "[UNK]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "46": {
+      "content": "[PAD]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "47": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "48": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": true,
+  "do_lower_case": false,
+  "eos_token": "</s>",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "processor_class": "Wav2Vec2Processor",
+  "replace_word_delimiter_char": " ",
+  "target_lang": null,
+  "tokenizer_class": "Wav2Vec2CTCTokenizer",
+  "unk_token": "[UNK]",
+  "word_delimiter_token": "|"
+}

vocab.json

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+{
+  "'": 3,
+  "(": 22,
+  ")": 42,
+  "/": 44,
+  "[PAD]": 46,
+  "[UNK]": 45,
+  "]": 17,
+  "`": 43,
+  "a": 29,
+  "b": 6,
+  "c": 20,
+  "d": 34,
+  "e": 33,
+  "f": 38,
+  "g": 13,
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+  "k": 27,
+  "l": 1,
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+  "n": 11,
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+  "r": 39,
+  "s": 18,
+  "t": 21,
+  "u": 23,
+  "v": 15,
+  "w": 4,
+  "x": 35,
+  "y": 5,
+  "z": 25,
+  "|": 30,
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+  "ŋ": 14,
+  "š": 32,
+  "η": 37,
+  "ղ": 40,
+  "῎": 0,
+  "῝": 26,
+  "`": 36,
+  "–": 41,
+  "’": 8,
+  "…": 24
+}